YouTube Snapshot 080514

A YouTube dataset of 89,701 videos, 1,106,652 related-video edges, collected by Cheng et al. via YouTube API (2007-2008). Each record contains video metadata (ID, uploader, age, category, length, views, rate, ratings, comments), related video IDs. Early YouTube snapshot 080514 capturing the video graph and metadata from the platform's rapid growth period in 2007-2008. Suitable for social network analysis, video recommendation, information diffusion, community detection.

#Network snapshot#Recommendation graph#Related video#Video metadata

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Analytics

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· graph.json

The full graph has 592,309 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

592.3K
Nodes
1.1M
Edges
3.15e-06
Density
6
Components
-0.04584
Assortativity
15.4%
Reciprocity
420.9K
Bridges
Most central nodes
WZccz5cy3ks0.00039
pY8jaGs7xJ00.00021
FArZxLj6DLk0.00019
WGOohBytKTU0.00019
VngJrAIzFNE0.00017
GI_Zex4YH8o0.00017
KzOxuEXboHk0.00016
jGdXcitOUzY0.00016
ldjnUYEeDu00.00016
KvSoDklIsSs0.00015
Content metrics

89,701 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

ageμ 914.554 ± 212.726
min 0max 1.2K
lengthμ 198.76 ± 197.706
min 0max 9.1K
viewsμ 17.6K ± 65.4K
min 0max 7.4M
rateavg 3.73 / 5
0std 1.745
ratingsμ 30.253 ± 114.023
min 0max 9.9K
commentsμ 24.919 ± 95.493
min 0max 9.8K
related countμ 12.337 ± 9.481
min 0max 22
25.0
Flesch–Kincaid grade
US school grade level
25.1
Automated readability index
Frequent terms
entertainmentmusicsportscomedyautosvehiclesblogspeopleanimationfilmnewspoliticseventstravelhowtostyleanimalspetseducationunasciencetechnologyactivismnonprofitsnygel36chikaaztecadarcmetal06lnmotorsportsexpertvillageuscgimageryyardbarker1life2rockyugifannsomeguy913xtremevideomerlinita0chokolatemispitichionelessatheistacparadisehotbabestationdealjazeeraenglish1edmanlvghosti14innovationfirstflorreicityubfoolintherealgeezadavejonesbsnewsgreatmutakeawena
Topic clusters

Topic 0

entertainment
jojozzzzzz
uhrhandy

Topic 1

people
blogs
jimrock
nzcutr
airtore
admicee
revtyson
heilfire

Topic 2

entertainment
guambombboy
pjkum
jbgamereview
whatthebuckshow
jinxmilk
inspchin
karliexx

Topic 3

comedy
nalt
poltergeistspook
shaneinsane
angelinadeen
lemonette
arturichel
andrewtwy

Topic 4

politics
news
joshsingit
aarstein
zoemarkus
vonhelton
atgoogletalks
yowba

Topic 5

news
politics
metrospy
couriertimesonline
therealnews
thewayofthemaster
associatedpress
kingheathen

Topic 6

music
pasianentertainment
tamarapilot
lourdescordobesa
yrurtiano
stipsrm
agenciademusica
genaroalva

Topic 7

sports
sport
evlpl
livemc
thelebronjamesblitz
diewitodjproductions
rhinombc
coachingbetterbball

Topic 8

music
opmluvq
firstdaughterofzion
jdgew
jonnycarbon
singingvivienne
stillwave
greatestsingers

Topic 9

film
animation
devinishot
jackanto
tvarkofficial
beijingusyd
crimsonjacket
kittysama

Topic 10

events
travel
runningcommntary
event
jeooren
aquaflyer
powerknut
bogaflea

Topic 11

autos
vehicles
auto
kayolvma
vehicle
drdhdmd
sekimura
carlasylvana
Show all 46 topics

Topic 12

sports

Topic 13

howto
style
expertvillage
judyporse
vvcomphelpvv
truphone
napsching
magicalchazwick

Topic 14

animation
film
phatang
eyeontv
connylany
duttytimo
greaneye
fuzetsu

Topic 15

comedy

Topic 16

music
scdrewy

Topic 17

music
hammertlme
gdeggdeg
onhelium
audiolite
struff
efont
cripplefriday

Topic 18

blogs
people
ohmightyblog
hotbabestationde
littlepandaexpress
nessalicious
desertphile
miathepenguin

Topic 19

entertainment
rodnanerodnena
saestrol
rewolfj
brujaria
crisutiina
eshumi
bulamonto

Topic 20

people
blogs
fallofautumndistro
downhillaboy
barryaldridge
teambohannon
flashmxdesigner
metabob

Topic 21

film
animation
slutv
ggctuk
xvxshinoxvx
johnbeyer
gyroken
lisafilmmaker

Topic 22

sport
sports

Topic 23

entertainment
triumphvswacoal
theyoungturk
blacktulipmagic
grumpymoparman
flexnicky
dodgechallengerrt
derekpbond

Topic 24

science
technology
johnbeyer
innovationfirst
worldtipitaka
dshininet
uhrhandy
crimsontigers

Topic 25

music

Topic 26

music
stillwave
satvic

Topic 27

education
citricguy
anvartillery
napsche
atgoogletalks
iceflowstudios
napsching
nikitejay

Topic 28

music

Topic 29

vehicles
auto
autos
ubfoolin
allangeeizme
theskunk
jzfloorman
ganjafilme

Topic 30

una
mondocollecto
crimsonjacket
tamicalewis
coolsmurf
rabidape
poltergeistspook
vehicles

Topic 31

comedy

Topic 32

people
blogs
obaidkarki
kenkttan
weisein
sasasejko
erickpagaduan
jenshhoej

Topic 33

howto
style
googletechtalk
jimrock
varoku

Topic 34

auto
vehicles
vehicle
dirtalliancemedia
redbullusa

Topic 35

sports
sport
minacionalnet
cheechooelissa
estadioverde
esporteclubecruzeiro
cluberspain
rovico

Topic 36

sports

Topic 37

education
doe

Topic 38

animals
pets
pet
bluezfool
providaanimal
joceale
haisgay
constantinache

Topic 39

activism
nonprofits
uscampaignforburma
goguerilla
voavideo
puffballkuriboh
wfc
anaheimballet

Topic 40

xoxocathie
peacexluvxandxpink
music
drexnefex
xalleniversonx
graffixchild
thefellasmusic
midui

Topic 41

sports
eerick

Topic 42

xtremevideo
sports
digitalherocamera
dirtalliancemedia
xvipir
customimages
sport

Topic 43

comedy
ryanventura
pbrandguru
araubi
pittudo
garnettio
nuevoscomico
kaetaa

Topic 44

pets
animals
animal
pet

Topic 45

event
travel
happymachine
themcnaughton
journeymanpicture
giopabs
littlepandaexpress
bbhcrew

Sampled: text metrics from 50K of 89.7K records; topic model from 20K.

Record

Catalog key
youtube-sfu-080514
Authors
Cheng, Xu; Dale, Cameron; Liu, Jiangchuan
Year
2008
Source paper
Statistics and Social Network of YouTube Videos
DOI / arXiv
10.1109/iwqos.2008.32
License
Academic use only (LicenseRef-Research-Only)
Records
592,309
Nodes
592,309
Edges
1,106,639 (directed)
Nodes are
video
Edges are
related video
Attributes
nodes have no attributes; edges have no attributes
Text corpus
video metadata
Languages
en
Collected
2007-2008 (2000s)
Tasks
Rating prediction (regression; rate) inferred
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://netsg.cs.sfu.ca/youtubedata/ link checked
Hosted copy
Mirrored on echo.directory on 2026-10-09, 11.9 MB across 2 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@inproceedings{cheng2008statistics,
  title        = {Statistics and social network of youtube videos},
  author       = {Cheng, Xu and Dale, Cameron and Liu, Jiangchuan},
  booktitle    = {2008 16th International Workshop on Quality of Service},
  pages        = {229-238},
  year         = {2008},
  organization = {IEEE}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Cheng, X., Dale, C., & Liu, J. (2008). YouTube Snapshot 080514 [Data set]. https://doi.org/10.1109/iwqos.2008.32

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Cheng, Xu, et al. YouTube Snapshot 080514. 2008, doi.org/10.1109/iwqos.2008.32.

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